Batch process monitoring based on global enhanced multiple neighborhoods preserving embedding

Batch process generally has varying dynamic characteristic that causes low fault detection rate and high false alarm rate, and it is necessary and urgent to monitor batch process. This paper proposes a global enhanced multiple neighborhoods preserving embedding based fault detection strategy for dyn...

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Veröffentlicht in:	Transactions of the Institute of Measurement and Control 2022-02, Vol.44 (3), p.620-633
Hauptverfasser:	Yao, Hongjuan, Zhao, Xiaoqiang, Li, Wei, Hui, Yongyong
Format:	Artikel
Sprache:	eng
Schlagworte:	Dynamic characteristics Embedding False alarms Fault detection Feature extraction Fermentation Monitoring Penicillin Principal components analysis Reconstruction Similarity
Online-Zugang:	Volltext
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